Instructions to use atasoglu/gemma-2-2b-tr with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use atasoglu/gemma-2-2b-tr with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="atasoglu/gemma-2-2b-tr")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("atasoglu/gemma-2-2b-tr")
model = AutoModelForCausalLM.from_pretrained("atasoglu/gemma-2-2b-tr")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use atasoglu/gemma-2-2b-tr with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "atasoglu/gemma-2-2b-tr"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "atasoglu/gemma-2-2b-tr",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/atasoglu/gemma-2-2b-tr

SGLang

How to use atasoglu/gemma-2-2b-tr with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "atasoglu/gemma-2-2b-tr" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "atasoglu/gemma-2-2b-tr",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker images

docker run --gpus all \
    --shm-size 32g \
    -p 30000:30000 \
    -v ~/.cache/huggingface:/root/.cache/huggingface \
    --env "HF_TOKEN=<secret>" \
    --ipc=host \
    lmsysorg/sglang:latest \
    python3 -m sglang.launch_server \
        --model-path "atasoglu/gemma-2-2b-tr" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "atasoglu/gemma-2-2b-tr",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Unsloth Studio

How to use atasoglu/gemma-2-2b-tr with Unsloth Studio:

Install Unsloth Studio (macOS, Linux, WSL)

curl -fsSL https://unsloth.ai/install.sh | sh
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for atasoglu/gemma-2-2b-tr to start chatting

Install Unsloth Studio (Windows)

irm https://unsloth.ai/install.ps1 | iex
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for atasoglu/gemma-2-2b-tr to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for atasoglu/gemma-2-2b-tr to start chatting

Load model with FastModel

pip install unsloth
from unsloth import FastModel
model, tokenizer = FastModel.from_pretrained(
    model_name="atasoglu/gemma-2-2b-tr",
    max_seq_length=2048,
)

Docker Model Runner
How to use atasoglu/gemma-2-2b-tr with Docker Model Runner:
```
docker model run hf.co/atasoglu/gemma-2-2b-tr
```

atasoglu commited on Aug 3, 2024

Commit

90614ef

verified ·

1 Parent(s): ba53188

Trained with Unsloth

Browse files

Files changed (3) hide show

README.md +2 -2
model-00001-of-00002.safetensors +1 -1
model-00002-of-00002.safetensors +1 -1

README.md CHANGED Viewed

@@ -1,5 +1,7 @@
 ---
 base_model: unsloth/gemma-2-2b-bnb-4bit
 language:
 - en
 - tr
@@ -10,8 +12,6 @@ tags:
 - unsloth
 - gemma2
 - trl
-datasets:
-- myzens/alpaca-turkish-combined
 ---
 # Uploaded  model

 ---
 base_model: unsloth/gemma-2-2b-bnb-4bit
+datasets:
+- myzens/alpaca-turkish-combined
 language:
 - en
 - tr
 - unsloth
 - gemma2
 - trl
 ---
 # Uploaded  model

model-00001-of-00002.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8ad18a462ce0a70f3d92c8811734561a03aee62fe1885a1811d8ff60af8df2ef
 size 4988025760

 version https://git-lfs.github.com/spec/v1
+oid sha256:d4f88eb1ede7a0a83e0913bba67857a0b00d8f2fb9b68ab92b11fe75f77621bd
 size 4988025760

model-00002-of-00002.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:29bdd260b299d975cf88935a3f13650651da2625921b5ab22153b4880a81d81f
 size 240691728

 version https://git-lfs.github.com/spec/v1
+oid sha256:615512633060b642e5b254ba2e0d4abec82abb98e96155327a2f481f37103095
 size 240691728